AI visibility score
4.4/ 10Fair

▼ 0.6 since Jun 2026

#567,479 of 937,412 in Education

As of 2026-08-02 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Joseph G. Nystrom Working Student Scholarship

Joseph G. Nystrom Working Student Scholarship

Unclaimed

joeworkingstudent.com · Education

Borderline visible. AI bots can crawl Joseph G. Nystrom Working Student Scholarship, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.

AI engines read this profile 3 times

Claude · Meta AI · ShapBot

#567,479 of 937,412 in Education for AI visibility

4

AEO Visibility

i

Borderline · 4.4/10

0

Muse Index Score

i

AI agent readiness

Not agent-ready · 0/100

0

AI Adoption

i

None detected · 0/100

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About Joseph G. Nystrom Working Student Scholarship

from our crawl and measurement

Joseph G. Nystrom Working Student Scholarship, based in Durham, NC, describes itself simply: "A scholarship established to support students who are working to pay the bills, in memory of Joseph G. Nystrom." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.4 out of 10.

On the page itself the strengths are clear: a clear heading structure and sitemaps and entity links AI can follow. It is passable on a few credibility markers and basic crawler access. What holds it back is a clearly stated business identity and structured data describing the business.

Off the page there is only faint evidence that only a handful of sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.

It does link out to several social profiles, which helps engines tie the brand together. The business dates to 2018.

Industry · Education
Last scored · Aug 2, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Strong

Clear headings and answer-style content.

Entity Clarity

Fair

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Fair

Experience, Expertise, Authority, Trust markers.

Technical AEO

Fair

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

Strong

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Weak

No inbound links found yet.

Domain Authority

Weak

Little domain authority yet.

Reference Presence

Weak

Not in AI knowledge graphs yet.

News & Press

Weak

No press coverage found yet.

Community

Weak

No community discussion yet.

Social Mentions

Weak

No social discussion found yet.

What this score means

Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.4/10, Joseph G. Nystrom Working Student Scholarship is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Joseph G. Nystrom Working Student Scholarship: How-To

How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide

The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.

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Source & Attribution

Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/joeworkingstudent

Cite this score: Engagemii (2026). "AEO Score for Joseph G. Nystrom Working Student Scholarship." Retrieved from https://engagemii.com/aeo/brands/joeworkingstudent

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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